Jacob Rapp

Graduate Student UW-Madison

Jacob Rapp is a third year PhD student in Philip Romero’s lab and a Steenbock Predoctoral Fellow. He has a BS in biochemistry and a BS in microbiology, both from the University of Oklahoma, where he worked in the lab of Dr. Kenneth M. Nicholas. His current work is focused on integrating machine learning with laboratory robotics to make independently-acting, autonomous robot scientists and engineers.

Day One - 06 July 2021

11:00 AM Transforming Protein Engineering Through AI Enabled Smart Connected Labs

  • To accelerate scientific discovery, our industry must re-imagine laboratories as smart and automated data centers to generate clean, machine actionable, and reproducible data rapidly as compared to today’s artisan (and mostly manual) research approaches.
  • Cloud access to smart connected laboratories is no longer a reality waiting to happen. This newer breed of laboratories is ushering in new knowledge driven by data, computation, artificial intelligence, automation, and high-throughput robotics with the goal of fundamentally advancing the life sciences
  • Learn how the University of Wisconsin remotely leveraged and integrated the Strateos automated robotic cloud lab, and created a fully automated robotic discovery process driven by artificial intelligence that designs and screens for millions of protein sequences in a reproducible and iterative manner, making the long process of protein engineering much faster and more reliable.